| Number of Variables | 18 |
|---|---|
| Number of Rows | 6888 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 787.0 KB |
| Average Row Size in Memory | 117.0 B |
| Variable Types |
|
| Open and High have similar distributions | Similar Distribution |
|---|---|
| Open and Low have similar distributions | Similar Distribution |
| Open and Close have similar distributions | Similar Distribution |
| High and Low have similar distributions | Similar Distribution |
| High and Close have similar distributions | Similar Distribution |
| Low and Close have similar distributions | Similar Distribution |
| Open is skewed | Skewed |
| High is skewed | Skewed |
| Low is skewed | Skewed |
| Close is skewed | Skewed |
| returns is skewed | Skewed |
|---|---|
| cum_returns is skewed | Skewed |
| Dividends has constant value "0.0" | Constant |
| Stock Splits has constant value "0.0" | Constant |
| Hour has constant value "0" | Constant |
| Dividends has constant length 3 | Constant Length |
| Stock Splits has constant length 3 | Constant Length |
| wkDay_Friday has constant length 1 | Constant Length |
| wkDay_Monday has constant length 1 | Constant Length |
| wkDay_Thursday has constant length 1 | Constant Length |
| wkDay_Tuesday has constant length 1 | Constant Length |
|---|---|
| wkDay_Wednesday has constant length 1 | Constant Length |
| Hour has constant length 1 | Constant Length |
| returns has 3199 (46.44%) negatives | Negatives |
numerical
| Approximate Distinct Count | 6748 |
|---|---|
| Approximate Unique (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 1932.4496 |
| Minimum | 679.28 |
| Maximum | 5441.9302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 679.28 |
|---|---|
| 5-th Percentile | 893.692 |
| Q1 | 1155.3125 |
| Median | 1403.885 |
| Q3 | 2451.7349 |
| 95-th Percentile | 4403.366 |
| Maximum | 5441.9302 |
| Range | 4762.6501 |
| IQR | 1296.4224 |
| Mean | 1932.4496 |
|---|---|
| Standard Deviation | 1110.3312 |
| Variance | 1.2328e+06 |
| Sum | 1.3311e+07 |
| Skewness | 1.2864 |
| Kurtosis | 0.5564 |
| Coefficient of Variation | 0.5746 |
numerical
| Approximate Distinct Count | 6728 |
|---|---|
| Approximate Unique (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 1943.8939 |
| Minimum | 695.27 |
| Maximum | 5447.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 695.27 |
|---|---|
| 5-th Percentile | 904.911 |
| Q1 | 1163.7 |
| Median | 1411.765 |
| Q3 | 2465.7774 |
| 95-th Percentile | 4422.6915 |
| Maximum | 5447.25 |
| Range | 4751.98 |
| IQR | 1302.0774 |
| Mean | 1943.8939 |
|---|---|
| Standard Deviation | 1115.4748 |
| Variance | 1.2443e+06 |
| Sum | 1.339e+07 |
| Skewness | 1.2877 |
| Kurtosis | 0.5532 |
| Coefficient of Variation | 0.5738 |
numerical
| Approximate Distinct Count | 6737 |
|---|---|
| Approximate Unique (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 1920.2234 |
| Minimum | 666.79 |
| Maximum | 5409.1299 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 666.79 |
|---|---|
| 5-th Percentile | 882.5235 |
| Q1 | 1144.9 |
| Median | 1396.23 |
| Q3 | 2441.2399 |
| 95-th Percentile | 4382.2695 |
| Maximum | 5409.1299 |
| Range | 4742.3399 |
| IQR | 1296.34 |
| Mean | 1920.2234 |
|---|---|
| Standard Deviation | 1104.8843 |
| Variance | 1.2208e+06 |
| Sum | 1.3226e+07 |
| Skewness | 1.2851 |
| Kurtosis | 0.5597 |
| Coefficient of Variation | 0.5754 |
numerical
| Approximate Distinct Count | 6742 |
|---|---|
| Approximate Unique (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 1932.8293 |
| Minimum | 676.53 |
| Maximum | 5433.7402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 676.53 |
|---|---|
| 5-th Percentile | 894.532 |
| Q1 | 1155.4375 |
| Median | 1403.905 |
| Q3 | 2454.4925 |
| 95-th Percentile | 4401.173 |
| Maximum | 5433.7402 |
| Range | 4757.2102 |
| IQR | 1299.055 |
| Mean | 1932.8293 |
|---|---|
| Standard Deviation | 1110.5816 |
| Variance | 1.2334e+06 |
| Sum | 1.3313e+07 |
| Skewness | 1.2867 |
| Kurtosis | 0.5573 |
| Coefficient of Variation | 0.5746 |
numerical
| Approximate Distinct Count | 6695 |
|---|---|
| Approximate Unique (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 3.0542e+09 |
| Minimum | 154900000 |
| Maximum | 11456230000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 154900000 |
|---|---|
| 5-th Percentile | 6.3637e+08 |
| Q1 | 1.4737e+09 |
| Median | 3.3051e+09 |
| Q3 | 4.0559e+09 |
| 95-th Percentile | 5.7234e+09 |
| Maximum | 11456230000 |
| Range | 11301330000 |
| IQR | 2.5822e+09 |
| Mean | 3.0542e+09 |
|---|---|
| Standard Deviation | 1.6399e+09 |
| Variance | 2.6893e+18 |
| Sum | 2.1037e+13 |
| Skewness | 0.3883 |
| Kurtosis | 0.1811 |
| Coefficient of Variation | 0.5369 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 468384 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13776 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 468384 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13776 |
numerical
| Approximate Distinct Count | 6886 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 0.00035615 |
| Minimum | -0.1198 |
| Maximum | 0.1158 |
| Zeros | 3 |
| Zeros (%) | 0.0% |
| Negatives | 3199 |
| Negatives (%) | 46.4% |
| Minimum | -0.1198 |
|---|---|
| 5-th Percentile | -0.01855 |
| Q1 | -0.00494 |
| Median | 0.00064529 |
| Q3 | 0.006141 |
| 95-th Percentile | 0.01755 |
| Maximum | 0.1158 |
| Range | 0.2356 |
| IQR | 0.01108 |
| Mean | 0.00035615 |
|---|---|
| Standard Deviation | 0.01225 |
| Variance | 0.00015 |
| Sum | 2.4532 |
| Skewness | -0.1751 |
| Kurtosis | 9.5201 |
| Coefficient of Variation | 34.3884 |
numerical
| Approximate Distinct Count | 6877 |
|---|---|
| Approximate Unique (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 1.4648 |
| Minimum | -0.1373 |
| Maximum | 5.9293 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 49 |
| Negatives (%) | 0.7% |
| Minimum | -0.1373 |
|---|---|
| 5-th Percentile | 0.1407 |
| Q1 | 0.4735 |
| Median | 0.7903 |
| Q3 | 2.1301 |
| 95-th Percentile | 4.6125 |
| Maximum | 5.9293 |
| Range | 6.0666 |
| IQR | 1.6566 |
| Mean | 1.4648 |
|---|---|
| Standard Deviation | 1.4163 |
| Variance | 2.0058 |
| Sum | 10089.6054 |
| Skewness | 1.2867 |
| Kurtosis | 0.5573 |
| Coefficient of Variation | 0.9669 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |
numerical
| Approximate Distinct Count | 28 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 2010.2706 |
| Minimum | 1997 |
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1997 |
|---|---|
| 5-th Percentile | 1998 |
| Q1 | 2003 |
| Median | 2010 |
| Q3 | 2017 |
| 95-th Percentile | 2023 |
| Maximum | 2024 |
| Range | 27 |
| IQR | 14 |
| Mean | 2010.2706 |
|---|---|
| Standard Deviation | 7.907 |
| Variance | 62.5212 |
| Sum | 1.3847e+07 |
| Skewness | 0.001998 |
| Kurtosis | -1.1966 |
| Coefficient of Variation | 0.003933 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 6.508 |
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 9 |
| 95-th Percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| IQR | 6 |
| Mean | 6.508 |
|---|---|
| Standard Deviation | 3.4219 |
| Variance | 11.7095 |
| Sum | 44827 |
| Skewness | 0.007433 |
| Kurtosis | -1.1996 |
| Coefficient of Variation | 0.5258 |
numerical
| Approximate Distinct Count | 31 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 110208 |
| Mean | 15.7208 |
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 8 |
| Median | 16 |
| Q3 | 23 |
| 95-th Percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| IQR | 15 |
| Mean | 15.7208 |
|---|---|
| Standard Deviation | 8.7554 |
| Variance | 76.6569 |
| Sum | 108285 |
| Skewness | 0.02074 |
| Kurtosis | -1.1828 |
| Coefficient of Variation | 0.5569 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 454608 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6888 |